scispace - formally typeset
Journal ArticleDOI

Classification criteria for distinguishing cortisol responders from nonresponders to psychosocial stress: evaluation of salivary cortisol pulse detection in panel designs.

Reads0
Chats0
TLDR
Alternative classification proxies (1.5 nmol/l or 15.5% increase) are able to effectively distinguish between cortisol responders and nonresponders and should be used in future research, whenever statistical response class allocation is not feasible.
Abstract
Objective: Hypothalamic-pituitary-adrenal axis reactivity to acute stimulation is frequently assessed by repeated sampling of salivary cortisol. Researchers often strive to distinguish between individuals who show (responders) and those do not show (nonresponders) cortisol responses. For this, fixed threshold classification criteria, such as a 2.5-nmol/l baseline-to-peak increase, are frequently used. However, the performance of such criteria has not been systematically evaluated. Methods: Repeated salivary cortisol data from 504 participants exposed to either the Trier Social Stress Test (TSST; n = 309) or a placebo protocol (n = 195) were used for analyses. To obtain appropriate classifications of cortisol responders versus nonresponders, a physiologically plausible, autoregressive latent trajectory (ALT) mixture model was fitted to these data. Response classifications according to the ALT model and information on the experimental protocol (TSST versus placebo TSST) were then used to evaluate the performance of different proposed classifier proxies by receiver operating characteristics. Results: Moment structure of cortisol time series was adequately accounted for by the proposed ALT model. The commonly used 2.5-nmol/l criterion was found to be overly conservative, resulting in a high rate of 16.5% falsenegative classifications. Lowering this criterion to 1.5 nmol/l or using a percentage baseline-to-peak increase of 15.5% as a threshold yielded improved performance (39.3% and 26.7% less misclassifications, respectively). Conclusions: Alternative classification proxies (1.5 nmol/l or 15.5% increase) are able to effectively distinguish between cortisol responders and nonresponders and should be used in future research, whenever statistical response class allocation is not feasible. Key words: salivary cortisol, psychosocial stress, response criterion, nonresponder, growth mixture modeling, law of initial value. ALT = autoregressive latent trajectory; HPA = hypothalamic-pituitaryadrenal; LIV = law of initial value; rBPi = baseline-to-peak increase, calculated from raw concentrations; tBPi = baseline-to-peak increase, calculated from log-transformed concentrations; TSST =T rier Social Stress Test; %BPi = percentage increase of concentration from baseline to peak.

read more

Citations
More filters
Journal ArticleDOI

Stress and cognition: A user's guide to designing and interpreting studies.

TL;DR: This review is to survey necessary considerations, important considerations, and best practices when designing a study that aims at least in part to examine the effects of acute stress on some cognitive process or function and to help readers of these studies interpret what may otherwise be very confusing, anomalous results.
Journal ArticleDOI

Perceived control alters the effect of acute stress on persistence

TL;DR: Stress impaired persistence through uncontrollable setbacks, but the impairment was alleviated by presenting setbacks as controllable, and the findings demonstrate a potential avenue for improving the maintenance of goals aimed at behavior change.
Journal ArticleDOI

Current methods for stress marker detection in saliva

TL;DR: This review article summarizes the status of research, innovative approaches, and trends in the field of stress marker detection and reports on the detection of up to seven promising marker substances published since 2011.
References
More filters
Journal Article

R: A language and environment for statistical computing.

R Core Team
- 01 Jan 2014 - 
TL;DR: Copyright (©) 1999–2012 R Foundation for Statistical Computing; permission is granted to make and distribute verbatim copies of this manual provided the copyright notice and permission notice are preserved on all copies.
Journal ArticleDOI

Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification

TL;DR: In this article, the sensitivity of maximum likelihood (ML), generalized least squares (GLS), and asymptotic distribution-free (ADF)-based fit indices to model misspecification, under conditions that varied sample size and distribution.
Journal ArticleDOI

Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study

TL;DR: Whereas the Bayesian Information Criterion performed the best of the ICs, the bootstrap likelihood ratio test proved to be a very consistent indicator of classes across all of the models considered.
Journal ArticleDOI

The ‘Trier Social Stress Test’ – A Tool for Investigating Psychobiological Stress Responses in a Laboratory Setting

TL;DR: The results suggest that gender, genetics and nicotine consumption can influence the individual's stress responsiveness to psychological stress while personality traits showed no correlation with cortisol responses to TSST stimulation.
Journal ArticleDOI

Acute stressors and cortisol responses: a theoretical integration and synthesis of laboratory research.

TL;DR: Motivated performance tasks elicited cortisol responses if they were uncontrollable or characterized by social-evaluative threat (task performance could be negatively judged by others), when methodological factors and other stressor characteristics were controlled for.
Related Papers (5)
Trending Questions (2)
What are the psychological characteristics of cortisol non responders?

The paper does not provide information about the psychological characteristics of cortisol nonresponders.

What is the prevalence of cortisol non responders?

The prevalence of cortisol nonresponders was found to be 37.4% in the placebo TSST group.